Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 382 |
| Missing cells | 27 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 396.3 KiB |
| Average record size in memory | 1.0 KiB |
Variable types
| CAT | 11 |
|---|---|
| NUM | 9 |
| BOOL | 3 |
Reproduction
| Analysis started | 2020-04-29 22:49:09.870418 |
|---|---|
| Analysis finished | 2020-04-29 22:49:28.479005 |
| Version | pandas-profiling v2.6.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
name has a high cardinality: 382 distinct values | High cardinality |
base_name has a high cardinality: 304 distinct values | High cardinality |
cpu_details has a high cardinality: 113 distinct values | High cardinality |
gpu has a high cardinality: 69 distinct values | High cardinality |
max_price is highly correlated with min_price | High Correlation |
min_price is highly correlated with max_price | High Correlation |
os_details is highly correlated with os | High Correlation |
os is highly correlated with os_details | High Correlation |
screen_surface has 10 (2.6%) missing values | Missing |
cpu_details has 6 (1.6%) missing values | Missing |
detachable_keyboard has 4 (1.0%) missing values | Missing |
ssd has 102 (26.7%) zeros | Zeros |
| Distinct count | 382 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.6413613 |
|---|---|
| Minimum | 0 |
| Maximum | 509 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20.05 |
| Q1 | 124.25 |
| median | 248.5 |
| Q3 | 378.75 |
| 95-th percentile | 483.95 |
| Maximum | 509 |
| Range | 509 |
| Interquartile range (IQR) | 254.5 |
Descriptive statistics
| Standard deviation | 147.7659519 |
|---|---|
| Coefficient of variation (CV) | 0.5895513462 |
| Kurtosis | -1.181700882 |
| Mean | 250.6413613 |
| Median Absolute Deviation (MAD) | 127.386297 |
| Skewness | 0.01072708501 |
| Sum | 95745 |
| Variance | 21834.77655 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 509.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 509 | 1 | 0.3% | |
| 168 | 1 | 0.3% | |
| 157 | 1 | 0.3% | |
| 158 | 1 | 0.3% | |
| 159 | 1 | 0.3% | |
| 160 | 1 | 0.3% | |
| 161 | 1 | 0.3% | |
| 162 | 1 | 0.3% | |
| 164 | 1 | 0.3% | |
| 166 | 1 | 0.3% | |
| Other values (372) | 372 | 97.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 3 | 1 | 0.3% | |
| 4 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 509 | 1 | 0.3% | |
| 507 | 1 | 0.3% | |
| 506 | 1 | 0.3% | |
| 505 | 1 | 0.3% | |
| 504 | 1 | 0.3% |
| Distinct count | 382 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21512.79843 |
|---|---|
| Minimum | 3841 |
| Maximum | 31422 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 3841 |
|---|---|
| 5-th percentile | 6987.45 |
| Q1 | 17477.25 |
| median | 23121 |
| Q3 | 27581.75 |
| 95-th percentile | 30754.9 |
| Maximum | 31422 |
| Range | 27581 |
| Interquartile range (IQR) | 10104.5 |
Descriptive statistics
| Standard deviation | 7490.91792 |
|---|---|
| Coefficient of variation (CV) | 0.3482075075 |
| Kurtosis | -0.5389184867 |
| Mean | 21512.79843 |
| Median Absolute Deviation (MAD) | 6096.899208 |
| Skewness | -0.7387486808 |
| Sum | 8217889 |
| Variance | 56113851.28 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3841. 4076. 6306. 11942.5 17468. ... 29206.5 29627. 29634. 31416.5 31422. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11539 | 1 | 0.3% | |
| 28332 | 1 | 0.3% | |
| 23813 | 1 | 0.3% | |
| 21462 | 1 | 0.3% | |
| 23203 | 1 | 0.3% | |
| 23204 | 1 | 0.3% | |
| 23205 | 1 | 0.3% | |
| 22862 | 1 | 0.3% | |
| 22139 | 1 | 0.3% | |
| 28330 | 1 | 0.3% | |
| Other values (372) | 372 | 97.4% |
| Value | Count | Frequency (%) | |
| 3841 | 1 | 0.3% | |
| 3897 | 1 | 0.3% | |
| 3916 | 1 | 0.3% | |
| 4062 | 1 | 0.3% | |
| 4066 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 31422 | 1 | 0.3% | |
| 31421 | 1 | 0.3% | |
| 31420 | 1 | 0.3% | |
| 31418 | 1 | 0.3% | |
| 31417 | 1 | 0.3% |
| Distinct count | 382 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| Dell XPS 13 - 13.3" UHD InfinityEdge, 8th Gen Intel Core i7, 16GB RAM, 1TB SSD - Silver - 9370 | 1 |
|---|---|
| Dell I3565-A453BLK-PUS Laptop (Windows 10 Home, AMD Dual-Core A6-9220, 15.6" LCD Screen, Storage: 500 GB, RAM: 4 GB) Black | 1 |
| Newest HP 14-inch Chromebook HD SVA (1366 x 768) Display, Intel Dual Core Celeron N2840 2.16GHz, 4GB DD3L RAM, 16GB eMMc Hard Drive, Bluetooth, HDMI, Stereo Speakers, HD Webcam, Google Chrome OS | 1 |
| MSI GL63 8SC-059 15.6" Gaming Laptop, Intel Core i7-8750H, NVIDIA GeForce GTX1650, 8GB, 256GB Nvme SSD, Win10 | 1 |
| 2017 Dell Inspiron 15.6" HD Truelife LED-backlit Widescreen Laptop, Intel Core i7-6500U 2.5GHz, 12GB RAM, 1TB HDD, DVD +/- RW, Intel HD Graphics 520, 802.11a/b/g/n/ac WiFi, HDMI, Windows 10 | 1 |
| Other values (377) |
| Value | Count | Frequency (%) | |
| Dell XPS 13 - 13.3" UHD InfinityEdge, 8th Gen Intel Core i7, 16GB RAM, 1TB SSD - Silver - 9370 | 1 | 0.3% | |
| Dell I3565-A453BLK-PUS Laptop (Windows 10 Home, AMD Dual-Core A6-9220, 15.6" LCD Screen, Storage: 500 GB, RAM: 4 GB) Black | 1 | 0.3% | |
| Newest HP 14-inch Chromebook HD SVA (1366 x 768) Display, Intel Dual Core Celeron N2840 2.16GHz, 4GB DD3L RAM, 16GB eMMc Hard Drive, Bluetooth, HDMI, Stereo Speakers, HD Webcam, Google Chrome OS | 1 | 0.3% | |
| MSI GL63 8SC-059 15.6" Gaming Laptop, Intel Core i7-8750H, NVIDIA GeForce GTX1650, 8GB, 256GB Nvme SSD, Win10 | 1 | 0.3% | |
| 2017 Dell Inspiron 15.6" HD Truelife LED-backlit Widescreen Laptop, Intel Core i7-6500U 2.5GHz, 12GB RAM, 1TB HDD, DVD +/- RW, Intel HD Graphics 520, 802.11a/b/g/n/ac WiFi, HDMI, Windows 10 | 1 | 0.3% | |
| Razer Blade 15: World's Smallest 15.6" Gaming Laptop - 144Hz Full HD Thin Bezel - 8th Gen Intel Core i7-8750H 6 Core - NVIDIA GeForce GTX 1070 Max-Q - 16GB RAM - 256GB SSD - Windows 10 - CNC Aluminum | 1 | 0.3% | |
| Dell Inspiron 15 5000, 2019 Flagship 15.6 FHD Touchscreen Laptop, Intel 4-Core i5-8265U, 12G RAM, 16GB Optane Memory, 1TB HDD, BT4.1 Backlit Keyboard Fingerprint Reader MaxxAudio Win 10 | 1 | 0.3% | |
| 2019 Dell Latitude 3500 15.6" FHD Business Laptop Computer, 8th Gen Intel Quad-Core i5-8265U up to 3.9GHz, 16GB DDR4 RAM, 256GB SSD, 802.11ac WiFi, Bluetooth 5.0, USB 3.1, Windows 10 Professional | 1 | 0.3% | |
| ASUS ROG Strix GL702VS 17.3" Full HD Ultra Thin and Light Gaming Laptop,75HZ G-SYNC Display, GeForce GTX 1070 8GB, Intel i7-7700HQ 2.8 GHz, 12GB DDR4 RAM, 128GB SSD + 1TB 7200 rpm HDD | 1 | 0.3% | |
| HP 15-R011DX Laptop 15.6-Inch Intel Pentium 2.17GHz 4GB memory 750GB HDD Win 8.1 | 1 | 0.3% | |
| Other values (372) | 372 | 97.4% |
Length
| Max length | 203 |
|---|---|
| Mean length | 144.4162304 |
| Min length | 42 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 27 | 30.7% | |
| Lowercase_Letter | 27 | 30.7% | |
| Decimal_Number | 10 | 11.4% | |
| Other_Punctuation | 10 | 11.4% | |
| Math_Symbol | 3 | 3.4% | |
| Space_Separator | 2 | 2.3% | |
| Initial_Punctuation | 2 | 2.3% | |
| Open_Punctuation | 2 | 2.3% | |
| Close_Punctuation | 2 | 2.3% | |
| Control | 1 | 1.1% | |
| Other values (2) | 2 | 2.3% |
| Value | Count | Frequency (%) | |
| Latin | 54 | 61.4% | |
| Common | 34 | 38.6% |
| Value | Count | Frequency (%) | |
| ASCII | 80 | 96.4% | |
| Punctuation | 2 | 2.4% | |
| Currency Symbols | 1 | 1.2% |
brand
Categorical
| Distinct count | 16 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| Dell | |
|---|---|
| HP | |
| Asus | |
| Lenovo | |
| Acer | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| Dell | 81 | 21.2% | |
| HP | 71 | 18.6% | |
| Asus | 59 | 15.4% | |
| Lenovo | 44 | 11.5% | |
| Acer | 36 | 9.4% | |
| Apple | 21 | 5.5% | |
| Other | 20 | 5.2% | |
| Microsoft | 15 | 3.9% | |
| MSI | 9 | 2.4% | |
| Alienware | 7 | 1.8% | |
| Other values (6) | 19 | 5.0% |
Length
| Max length | 9 |
|---|---|
| Mean length | 4.303664921 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 59.4% | |
| Uppercase_Letter | 13 | 40.6% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 32 | 100.0% |
| Distinct count | 304 |
|---|---|
| Unique (%) | 79.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| HP | 8 |
|---|---|
| Dell Inspiron | 5 |
| Razer Blade 15 | 5 |
| Sager NP7856 | 4 |
| Apple MacBook Pro 2019 | 3 |
| Other values (299) |
| Value | Count | Frequency (%) | |
| HP | 8 | 2.1% | |
| Dell Inspiron | 5 | 1.3% | |
| Razer Blade 15 | 5 | 1.3% | |
| Sager NP7856 | 4 | 1.0% | |
| Apple MacBook Pro 2019 | 3 | 0.8% | |
| Dell Latitude E6420 | 3 | 0.8% | |
| Asus VivoBook F510UA | 3 | 0.8% | |
| Dell Inspiron 5570 | 3 | 0.8% | |
| Lenovo IdeaPad 320 | 3 | 0.8% | |
| Microsoft Surface Book 2 | 3 | 0.8% | |
| Other values (294) | 342 | 89.5% |
Length
| Max length | 42 |
|---|---|
| Mean length | 19.45026178 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 26 | 37.7% | |
| Lowercase_Letter | 25 | 36.2% | |
| Decimal_Number | 10 | 14.5% | |
| Other_Punctuation | 3 | 4.3% | |
| Close_Punctuation | 1 | 1.4% | |
| Math_Symbol | 1 | 1.4% | |
| Space_Separator | 1 | 1.4% | |
| Open_Punctuation | 1 | 1.4% | |
| Dash_Punctuation | 1 | 1.4% |
| Value | Count | Frequency (%) | |
| Latin | 51 | 73.9% | |
| Common | 18 | 26.1% |
| Value | Count | Frequency (%) | |
| ASCII | 69 | 100.0% |
screen_size
Real number (ℝ≥0)
| Distinct count | 17 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.68089005 |
|---|---|
| Minimum | 10.1 |
| Maximum | 17.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 10.1 |
|---|---|
| 5-th percentile | 11.6 |
| Q1 | 13.3 |
| median | 15.6 |
| Q3 | 15.6 |
| 95-th percentile | 17.3 |
| Maximum | 17.3 |
| Range | 7.2 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.54847355 |
|---|---|
| Coefficient of variation (CV) | 0.1054754544 |
| Kurtosis | -0.2551099603 |
| Mean | 14.68089005 |
| Median Absolute Deviation (MAD) | 1.328170829 |
| Skewness | -0.5790244509 |
| Sum | 5608.1 |
| Variance | 2.397770334 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[10.1 11.2 11.8 12.9 13.4 ... 14.5 15.5 15.8 17.15 17.3 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 15.6 | 190 | 49.7% | |
| 13.3 | 51 | 13.4% | |
| 14 | 49 | 12.8% | |
| 11.6 | 30 | 7.9% | |
| 17.3 | 28 | 7.3% | |
| 13.5 | 9 | 2.4% | |
| 12.3 | 5 | 1.3% | |
| 12.5 | 3 | 0.8% | |
| 12 | 3 | 0.8% | |
| 13.9 | 3 | 0.8% | |
| Other values (7) | 11 | 2.9% |
| Value | Count | Frequency (%) | |
| 10.1 | 2 | 0.5% | |
| 10.8 | 1 | 0.3% | |
| 11.6 | 30 | 7.9% | |
| 12 | 3 | 0.8% | |
| 12.2 | 2 | 0.5% |
| Value | Count | Frequency (%) | |
| 17.3 | 28 | 7.3% | |
| 17 | 1 | 0.3% | |
| 16 | 1 | 0.3% | |
| 15.6 | 190 | 49.7% | |
| 15.4 | 2 | 0.5% |
pixels_x
Categorical
| Distinct count | 17 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| 1920 | |
|---|---|
| 1366 | |
| 3840 | 15 |
| 2560 | 14 |
| 1600 | 8 |
| Other values (12) | 36 |
| Value | Count | Frequency (%) | |
| 1920 | 185 | 48.4% | |
| 1366 | 124 | 32.5% | |
| 3840 | 15 | 3.9% | |
| 2560 | 14 | 3.7% | |
| 1600 | 8 | 2.1% | |
| 3200 | 6 | 1.6% | |
| 3000 | 6 | 1.6% | |
| 2256 | 5 | 1.3% | |
| 1440 | 4 | 1.0% | |
| 2736 | 3 | 0.8% | |
| Other values (7) | 12 | 3.1% |
Length
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 10 | 100.0% |
pixels_y
Categorical
| Distinct count | 14 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| 1080 | |
|---|---|
| 768 | |
| 2160 | 16 |
| 900 | 12 |
| 1600 | 12 |
| Other values (9) |
| Value | Count | Frequency (%) | |
| 1080 | 181 | 47.4% | |
| 768 | 124 | 32.5% | |
| 2160 | 16 | 4.2% | |
| 900 | 12 | 3.1% | |
| 1600 | 12 | 3.1% | |
| 1800 | 8 | 2.1% | |
| 1440 | 7 | 1.8% | |
| 2000 | 6 | 1.6% | |
| 1504 | 5 | 1.3% | |
| 800 | 3 | 0.8% | |
| Other values (4) | 8 | 2.1% |
Length
| Max length | 4 |
|---|---|
| Mean length | 3.636125654 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 9 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 9 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 9 | 100.0% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 10 |
| Missing (%) | 2.6% |
| Memory size | 3.1 KiB |
| Glossy | |
|---|---|
| Matte | |
| glossy | 11 |
| matte | 3 |
| Value | Count | Frequency (%) | |
| Glossy | 185 | 48.4% | |
| Matte | 173 | 45.3% | |
| glossy | 11 | 2.9% | |
| matte | 3 | 0.8% | |
| (Missing) | 10 | 2.6% |
Length
| Max length | 6 |
|---|---|
| Mean length | 5.460732984 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 83.3% | |
| Uppercase_Letter | 2 | 16.7% |
| Value | Count | Frequency (%) | |
| Latin | 12 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
touchscreen
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 255 | 66.8% | |
| 1 | 127 | 33.2% |
cpu
Categorical
| Distinct count | 22 |
|---|---|
| Unique (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| Intel Core i7 | |
|---|---|
| Intel Core i5 | |
| Intel Celeron | |
| Intel Core i3 | 21 |
| AMD Ryzen 5 | 12 |
| Other values (17) |
| Value | Count | Frequency (%) | |
| Intel Core i7 | 137 | 35.9% | |
| Intel Core i5 | 107 | 28.0% | |
| Intel Celeron | 49 | 12.8% | |
| Intel Core i3 | 21 | 5.5% | |
| AMD Ryzen 5 | 12 | 3.1% | |
| Intel Pentium | 10 | 2.6% | |
| AMD A6 | 10 | 2.6% | |
| Intel Core m3 | 9 | 2.4% | |
| AMD A12 | 6 | 1.6% | |
| Intel Atom | 4 | 1.0% | |
| Other values (12) | 17 | 4.5% |
Length
| Max length | 14 |
|---|---|
| Mean length | 12.45026178 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 20 | 47.6% | |
| Uppercase_Letter | 12 | 28.6% | |
| Decimal_Number | 9 | 21.4% | |
| Space_Separator | 1 | 2.4% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 76.2% | |
| Common | 10 | 23.8% |
| Value | Count | Frequency (%) | |
| ASCII | 42 | 100.0% |
| Distinct count | 113 |
|---|---|
| Unique (%) | 30.1% |
| Missing | 6 |
| Missing (%) | 1.6% |
| Memory size | 3.1 KiB |
| Intel Core i7-9750H 2.6 GHz (9th gen Coffee Lake Hexa-Core with Hyper-Threading) | 34 |
|---|---|
| Intel Core i7-8750H 2.2 GHz (8th gen Coffee Lake Hexa-Core with Hyper-Threading) | 26 |
| Intel Core i5-7200U 2.5 GHz (7th gen Kaby Lake Dual-Core with Hyper-Threading) | 18 |
| Intel Celeron N3060 1.6 GHz (Braswell Dual-Core) | 17 |
| Intel Core i7-8550U 1.8 GHz (8th gen Kaby Lake R Quad-Core with Hyper-Threading) | 15 |
| Other values (108) |
| Value | Count | Frequency (%) | |
| Intel Core i7-9750H 2.6 GHz (9th gen Coffee Lake Hexa-Core with Hyper-Threading) | 34 | 8.9% | |
| Intel Core i7-8750H 2.2 GHz (8th gen Coffee Lake Hexa-Core with Hyper-Threading) | 26 | 6.8% | |
| Intel Core i5-7200U 2.5 GHz (7th gen Kaby Lake Dual-Core with Hyper-Threading) | 18 | 4.7% | |
| Intel Celeron N3060 1.6 GHz (Braswell Dual-Core) | 17 | 4.5% | |
| Intel Core i7-8550U 1.8 GHz (8th gen Kaby Lake R Quad-Core with Hyper-Threading) | 15 | 3.9% | |
| Intel Core i7-7700HQ 2.8 GHz (7th gen Kaby Lake Quad-Core with Hyper-Threading) | 13 | 3.4% | |
| Intel Core i5-8250U 1.6 GHz (8th gen Kaby Lake R Quad-Core with Hyper-Threading) | 11 | 2.9% | |
| Intel Core i7-8565U 1.8 GHz (8th gen Whiskey Lake Quad-Core with Hyper-Threading) | 9 | 2.4% | |
| Intel Core i5-8265U 1.6 GHz (8th gen Whiskey Lake Quad-Core with Hyper-Threading) | 8 | 2.1% | |
| AMD Ryzen 5 2500U 2.0 GHz (Quad-Core with Simultaneous Multi-Threading) | 8 | 2.1% | |
| Other values (103) | 217 | 56.8% |
Length
| Max length | 82 |
|---|---|
| Mean length | 70.34816754 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 24 | 36.9% | |
| Lowercase_Letter | 24 | 36.9% | |
| Decimal_Number | 10 | 15.4% | |
| Other_Punctuation | 2 | 3.1% | |
| Close_Punctuation | 1 | 1.5% | |
| Math_Symbol | 1 | 1.5% | |
| Space_Separator | 1 | 1.5% | |
| Open_Punctuation | 1 | 1.5% | |
| Dash_Punctuation | 1 | 1.5% |
| Value | Count | Frequency (%) | |
| Latin | 48 | 73.8% | |
| Common | 17 | 26.2% |
| Value | Count | Frequency (%) | |
| ASCII | 65 | 100.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 4 |
| Missing (%) | 1.0% |
| Memory size | 3.1 KiB |
| 0 | |
|---|---|
| 1 | 12 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 366 | 95.8% | |
| 1 | 12 | 3.1% | |
| (Missing) | 4 | 1.0% |
discrete_gpu
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 266 | 69.6% | |
| 1 | 116 | 30.4% |
| Distinct count | 69 |
|---|---|
| Unique (%) | 18.1% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Memory size | 3.1 KiB |
| Intel UHD 620 | |
|---|---|
| Intel HD 620 | 33 |
| Intel HD | 31 |
| Intel HD 400 | 18 |
| NVIDIA GeForce GTX 1060 | 13 |
| Other values (64) |
| Value | Count | Frequency (%) | |
| Intel UHD 620 | 49 | 12.8% | |
| Intel HD 620 | 33 | 8.6% | |
| Intel HD | 31 | 8.1% | |
| Intel HD 400 | 18 | 4.7% | |
| NVIDIA GeForce GTX 1060 | 13 | 3.4% | |
| Intel HD 520 | 12 | 3.1% | |
| NVIDIA GeForce RTX 2070 | 12 | 3.1% | |
| NVIDIA GeForce GTX 1050 Ti | 12 | 3.1% | |
| NVIDIA GeForce RTX 2060 | 11 | 2.9% | |
| NVIDIA GeForce GTX 1050 | 10 | 2.6% | |
| Other values (59) | 180 | 47.1% |
Length
| Max length | 29 |
|---|---|
| Mean length | 15.72774869 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 16 | 34.0% | |
| Lowercase_Letter | 16 | 34.0% | |
| Decimal_Number | 10 | 21.3% | |
| Space_Separator | 2 | 4.3% | |
| Close_Punctuation | 1 | 2.1% | |
| Open_Punctuation | 1 | 2.1% | |
| Dash_Punctuation | 1 | 2.1% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 68.1% | |
| Common | 15 | 31.9% |
| Value | Count | Frequency (%) | |
| ASCII | 45 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 3.1 KiB |
| Windows | |
|---|---|
| Chrome OS | 36 |
| macOS | 20 |
| Value | Count | Frequency (%) | |
| Windows | 324 | 84.8% | |
| Chrome OS | 36 | 9.4% | |
| macOS | 20 | 5.2% | |
| (Missing) | 2 | 0.5% |
Length
| Max length | 9 |
|---|---|
| Mean length | 7.062827225 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 12 | 70.6% | |
| Uppercase_Letter | 4 | 23.5% | |
| Space_Separator | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| Latin | 16 | 94.1% | |
| Common | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| ASCII | 17 | 100.0% |
| Distinct count | 17 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Memory size | 3.1 KiB |
| Windows 10 Home | |
|---|---|
| Windows 10 | |
| Chrome OS | 36 |
| Windows 10 Pro | 30 |
| Windows 8.1 | 19 |
| Other values (12) | 35 |
| Value | Count | Frequency (%) | |
| Windows 10 Home | 185 | 48.4% | |
| Windows 10 | 75 | 19.6% | |
| Chrome OS | 36 | 9.4% | |
| Windows 10 Pro | 30 | 7.9% | |
| Windows 8.1 | 19 | 5.0% | |
| macOS Mojave | 9 | 2.4% | |
| Windows 10 S | 8 | 2.1% | |
| OS X Yosemite | 3 | 0.8% | |
| macOS High Sierra | 3 | 0.8% | |
| Windows 7 | 3 | 0.8% | |
| Other values (7) | 9 | 2.4% |
Length
| Max length | 33 |
|---|---|
| Mean length | 12.9921466 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 20 | 52.6% | |
| Uppercase_Letter | 12 | 31.6% | |
| Decimal_Number | 4 | 10.5% | |
| Other_Punctuation | 1 | 2.6% | |
| Space_Separator | 1 | 2.6% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 84.2% | |
| Common | 6 | 15.8% |
| Value | Count | Frequency (%) | |
| ASCII | 38 | 100.0% |
ram
Real number (ℝ≥0)
| Distinct count | 9 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.882198953 |
|---|---|
| Minimum | 2 |
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 8 |
| Q3 | 16 |
| 95-th percentile | 16 |
| Maximum | 64 |
| Range | 62 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.611788357 |
|---|---|
| Coefficient of variation (CV) | 0.6690604378 |
| Kurtosis | 13.03672121 |
| Mean | 9.882198953 |
| Median Absolute Deviation (MAD) | 4.904320057 |
| Skewness | 2.506018608 |
| Sum | 3775 |
| Variance | 43.71574528 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 2. 2.5 3.5 5. 7. 10. 14. 24. 64. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 145 | 38.0% | |
| 16 | 100 | 26.2% | |
| 4 | 87 | 22.8% | |
| 12 | 13 | 3.4% | |
| 2 | 13 | 3.4% | |
| 32 | 11 | 2.9% | |
| 6 | 11 | 2.9% | |
| 64 | 1 | 0.3% | |
| 3 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2 | 13 | 3.4% | |
| 3 | 1 | 0.3% | |
| 4 | 87 | 22.8% | |
| 6 | 11 | 2.9% | |
| 8 | 145 | 38.0% |
| Value | Count | Frequency (%) | |
| 64 | 1 | 0.3% | |
| 32 | 11 | 2.9% | |
| 16 | 100 | 26.2% | |
| 12 | 13 | 3.4% | |
| 8 | 145 | 38.0% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.4450262 |
|---|---|
| Minimum | 0 |
| Maximum | 2000 |
| Zeros | 102 |
| Zeros (%) | 26.7% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 128 |
| Q3 | 256 |
| 95-th percentile | 512 |
| Maximum | 2000 |
| Range | 2000 |
| Interquartile range (IQR) | 256 |
Descriptive statistics
| Standard deviation | 249.1609876 |
|---|---|
| Coefficient of variation (CV) | 1.230758751 |
| Kurtosis | 8.363029131 |
| Mean | 202.4450262 |
| Median Absolute Deviation (MAD) | 184.4206847 |
| Skewness | 2.213610991 |
| Sum | 77334 |
| Variance | 62081.19776 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 4. 12. 48. 96. ... 253. 378. 756. 1500. 2000.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 102 | 26.7% | |
| 256 | 86 | 22.5% | |
| 128 | 57 | 14.9% | |
| 512 | 46 | 12.0% | |
| 32 | 31 | 8.1% | |
| 16 | 17 | 4.5% | |
| 500 | 14 | 3.7% | |
| 1000 | 13 | 3.4% | |
| 64 | 12 | 3.1% | |
| 2000 | 1 | 0.3% | |
| Other values (3) | 3 | 0.8% |
| Value | Count | Frequency (%) | |
| 0 | 102 | 26.7% | |
| 8 | 1 | 0.3% | |
| 16 | 17 | 4.5% | |
| 32 | 31 | 8.1% | |
| 64 | 12 | 3.1% |
| Value | Count | Frequency (%) | |
| 2000 | 1 | 0.3% | |
| 1000 | 13 | 3.4% | |
| 512 | 46 | 12.0% | |
| 500 | 14 | 3.7% | |
| 256 | 86 | 22.5% |
storage
Real number (ℝ≥0)
| Distinct count | 23 |
|---|---|
| Unique (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 583.0209424 |
|---|---|
| Minimum | 16 |
| Maximum | 4000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 128 |
| median | 500 |
| Q3 | 1000 |
| 95-th percentile | 1256 |
| Maximum | 4000 |
| Range | 3984 |
| Interquartile range (IQR) | 872 |
Descriptive statistics
| Standard deviation | 528.9840851 |
|---|---|
| Coefficient of variation (CV) | 0.9073157525 |
| Kurtosis | 5.318623968 |
| Mean | 583.0209424 |
| Median Absolute Deviation (MAD) | 421.8910666 |
| Skewness | 1.641095714 |
| Sum | 222714 |
| Variance | 279824.1623 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 16. 48. 96. 154. 218. ... 631. 875. 1004. 1506. 4000.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1000 | 77 | 20.2% | |
| 256 | 72 | 18.8% | |
| 512 | 44 | 11.5% | |
| 128 | 37 | 9.7% | |
| 32 | 31 | 8.1% | |
| 500 | 29 | 7.6% | |
| 1128 | 20 | 5.2% | |
| 16 | 17 | 4.5% | |
| 1256 | 14 | 3.7% | |
| 64 | 12 | 3.1% | |
| Other values (13) | 29 | 7.6% |
| Value | Count | Frequency (%) | |
| 16 | 17 | 4.5% | |
| 32 | 31 | 8.1% | |
| 64 | 12 | 3.1% | |
| 128 | 37 | 9.7% | |
| 180 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 4000 | 1 | 0.3% | |
| 2512 | 1 | 0.3% | |
| 2500 | 4 | 1.0% | |
| 2256 | 1 | 0.3% | |
| 2000 | 3 | 0.8% |
weight
Real number (ℝ≥0)
| Distinct count | 177 |
|---|---|
| Unique (%) | 46.6% |
| Missing | 2 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.224631579 |
|---|---|
| Minimum | 1.37 |
| Maximum | 9.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 1.37 |
|---|---|
| 5-th percentile | 2.4195 |
| Q1 | 3.035 |
| median | 4.41 |
| Q3 | 5 |
| 95-th percentile | 6.28 |
| Maximum | 9.74 |
| Range | 8.37 |
| Interquartile range (IQR) | 1.965 |
Descriptive statistics
| Standard deviation | 1.323587362 |
|---|---|
| Coefficient of variation (CV) | 0.3133024353 |
| Kurtosis | 1.24682245 |
| Mean | 4.224631579 |
| Median Absolute Deviation (MAD) | 1.067452078 |
| Skewness | 0.6314755394 |
| Sum | 1605.36 |
| Variance | 1.751883505 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4.85 | 22 | 5.8% | |
| 4.6 | 11 | 2.9% | |
| 4.63 | 10 | 2.6% | |
| 2.6 | 8 | 2.1% | |
| 3.7 | 8 | 2.1% | |
| 5 | 8 | 2.1% | |
| 5.07 | 8 | 2.1% | |
| 5.29 | 7 | 1.8% | |
| 5.95 | 7 | 1.8% | |
| 3.02 | 6 | 1.6% | |
| Other values (167) | 285 | 74.6% |
| Value | Count | Frequency (%) | |
| 1.37 | 1 | 0.3% | |
| 1.54 | 1 | 0.3% | |
| 1.66 | 1 | 0.3% | |
| 1.7 | 2 | 0.5% | |
| 1.74 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 9.74 | 1 | 0.3% | |
| 9.7 | 1 | 0.3% | |
| 8.82 | 1 | 0.3% | |
| 8.33 | 1 | 0.3% | |
| 8.3 | 1 | 0.3% |
| Distinct count | 323 |
|---|---|
| Unique (%) | 84.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 818.3007068 |
|---|---|
| Minimum | 69 |
| Maximum | 2999.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 69 |
|---|---|
| 5-th percentile | 178.8575 |
| Q1 | 385.1325 |
| median | 659.95 |
| Q3 | 1164 |
| 95-th percentile | 1864.2495 |
| Maximum | 2999.11 |
| Range | 2930.11 |
| Interquartile range (IQR) | 778.8675 |
Descriptive statistics
| Standard deviation | 559.6242988 |
|---|---|
| Coefficient of variation (CV) | 0.6838858798 |
| Kurtosis | 0.4485435557 |
| Mean | 818.3007068 |
| Median Absolute Deviation (MAD) | 453.6603461 |
| Skewness | 0.9923282704 |
| Sum | 312590.87 |
| Variance | 313179.3558 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 69. 157.49 449.985 449.995 849.935 ... 1299.9 1499.055 1499.985 2124.495 2999.11 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 999.99 | 5 | 1.3% | |
| 1299 | 4 | 1.0% | |
| 379.99 | 4 | 1.0% | |
| 1099 | 3 | 0.8% | |
| 1549 | 3 | 0.8% | |
| 789 | 3 | 0.8% | |
| 899.99 | 3 | 0.8% | |
| 499.99 | 3 | 0.8% | |
| 1399 | 3 | 0.8% | |
| 449.99 | 3 | 0.8% | |
| Other values (313) | 348 | 91.1% |
| Value | Count | Frequency (%) | |
| 69 | 1 | 0.3% | |
| 69.99 | 1 | 0.3% | |
| 84.99 | 1 | 0.3% | |
| 119.98 | 1 | 0.3% | |
| 120.94 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2999.11 | 1 | 0.3% | |
| 2693.39 | 1 | 0.3% | |
| 2568.92 | 1 | 0.3% | |
| 2499.11 | 1 | 0.3% | |
| 2299.99 | 1 | 0.3% |
| Distinct count | 318 |
|---|---|
| Unique (%) | 83.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 854.953089 |
|---|---|
| Minimum | 76 |
| Maximum | 2999.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.1 KiB |
Quantile statistics
| Minimum | 76 |
|---|---|
| 5-th percentile | 187.1485 |
| Q1 | 401.4475 |
| median | 674.95 |
| Q3 | 1231.52 |
| 95-th percentile | 1999.11 |
| Maximum | 2999.11 |
| Range | 2923.11 |
| Interquartile range (IQR) | 830.0725 |
Descriptive statistics
| Standard deviation | 585.8485171 |
|---|---|
| Coefficient of variation (CV) | 0.6852405408 |
| Kurtosis | 0.2397608646 |
| Mean | 854.953089 |
| Median Absolute Deviation (MAD) | 477.2918596 |
| Skewness | 0.9652383737 |
| Sum | 326592.08 |
| Variance | 343218.485 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 76. 160.245 648.995 649.495 897.74 ... 1499.875 1798.99 1799.66 2124.495 2999.11 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 899.99 | 5 | 1.3% | |
| 999.99 | 5 | 1.3% | |
| 649 | 5 | 1.3% | |
| 1999.11 | 4 | 1.0% | |
| 449.99 | 4 | 1.0% | |
| 1699 | 4 | 1.0% | |
| 1299 | 3 | 0.8% | |
| 1799.33 | 3 | 0.8% | |
| 899 | 3 | 0.8% | |
| 399 | 3 | 0.8% | |
| Other values (308) | 343 | 89.8% |
| Value | Count | Frequency (%) | |
| 76 | 1 | 0.3% | |
| 78.9 | 1 | 0.3% | |
| 90.9 | 1 | 0.3% | |
| 123 | 1 | 0.3% | |
| 125.9 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2999.11 | 1 | 0.3% | |
| 2699.99 | 1 | 0.3% | |
| 2652.49 | 1 | 0.3% | |
| 2499.99 | 1 | 0.3% | |
| 2499.97 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| df_index | id | name | brand | base_name | screen_size | pixels_x | pixels_y | screen_surface | touchscreen | cpu | cpu_details | detachable_keyboard | discrete_gpu | gpu | os | os_details | ram | ssd | storage | weight | min_price | max_price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 90 | 29635 | 2019 Dell Latitude 3500 15.6" FHD Business Laptop Computer, 8th Gen Intel Quad-Core i5-8265U up to 3.9GHz, 16GB DDR4 RAM, 256GB SSD, 802.11ac WiFi, Bluetooth 5.0, USB 3.1, Windows 10 Professional | Dell | Dell Latitude 3500 | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i5 | Intel Core i5-8265U 1.6 GHz (8th gen Whiskey Lake Quad-Core with Hyper-Threading) | 0.0 | 0 | Intel UHD 620 | Windows | Windows 10 Pro | 16 | 256 | 256 | 4.37 | 849.99 | 849.99 |
| 1 | 107 | 27576 | Asus ZenBook 15 Ultra Slim Compact Laptop 15.6†FHD 4-Way NanoEdge, Intel Core i7-8565U Processor, 16GB DDR4, 512GB PCIe SSD, GeForce GTX 1050, Ir Camera, Windows 10, UX533FD-DH74, Royal Blue | Asus | Asus ZenBook UX533FD | 15.6 | 1920 | 1080 | Glossy | 0 | Intel Core i7 | Intel Core i7-8565U 1.8 GHz (8th gen Whiskey Lake Quad-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce GTX 1050 Max-Q | Windows | Windows 10 Home | 16 | 512 | 512 | 3.72 | 1382.99 | 1498.97 |
| 2 | 336 | 26131 | MSI GS63VR Stealth Pro-230 15.6" Ultra Thin and Light Gaming Laptop Intel Core i7-7700HQ GTX 1060 16GB 256GB NVMe SSD + 2TB VR Ready - Metal Chassis | MSI | MSI GS63VR Stealth Pro | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-7700HQ 2.8 GHz (7th gen Kaby Lake Quad-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce GTX 1060 | Windows | Windows 10 Home | 16 | 256 | 2256 | 3.96 | 1999.11 | 1999.11 |
| 3 | 499 | 21463 | Dell Latitude E6430 14in Notebook PC - Intel Core i5-3320 2.6GHz 8GB 320gb SATA Windows 10 Professional (Renewed) | Dell | Dell Latitude E6430 | 14.0 | 1366 | 768 | Matte | 0 | Intel Core i5 | Intel Core i5-3320M 2.6 GHz (3rd gen Ivy Bridge Dual-Core with Hyper-Threading) | 0.0 | 0 | Intel HD 4000 | Windows | Windows 10 Pro | 8 | 0 | 320 | 4.44 | 179.68 | 214.99 |
| 4 | 208 | 28215 | Acer Chromebook R 11 Convertible Laptop, Celeron N3060, 11.6" HD Touch, 4GB DDR3L, 32GB eMMC, C738T-C7KD | Acer | Acer Chromebook R C738T | 11.6 | 1366 | 768 | Glossy | 1 | Intel Celeron | Intel Celeron N3060 1.6 GHz (Braswell Dual-Core) | 0.0 | 0 | Intel HD 400 | Chrome OS | Chrome OS | 4 | 32 | 32 | 2.76 | 199.99 | 214.90 |
| 5 | 15 | 4081 | Dell Inspiron i5547-3753sLV 15.6-Inch Laptop (1.7 GHz Intel Core i5-4210U Processor, 6GB DDR3, 1TB HDD, Windows 8.1) Silver | Dell | Dell Inspiron i5547-3753sLV | 15.6 | 1366 | 768 | Glossy | 0 | Intel Core i5 | Intel Core i5-4210U 1.7 GHz (4th gen Haswell Dual-Core with Hyper-Threading) | 0.0 | 0 | Intel HD 4400 | Windows | Windows 8.1 | 6 | 0 | 1024 | 6.00 | 399.90 | 399.90 |
| 6 | 437 | 22132 | Acer Aspire 5, 15.6" Full HD, 8th Gen Intel Core i5-8250U, GeForce MX150, 8GB DDR4 Memory, 256GB SSD, A515-51G-515J | Acer | Acer Aspire A515-51G | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i5 | Intel Core i5-8250U 1.6 GHz (8th gen Quad-Core Kaby Lake R with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce MX150 | Windows | Windows 10 Home | 8 | 256 | 256 | 4.85 | 583.99 | 605.99 |
| 7 | 283 | 30292 | New Apple MacBook Air (13-inch, 8GB RAM, 256GB Storage) - Space Gray | Apple | Apple MacBook Air 2019 | 13.3 | 2560 | 1600 | Glossy | 0 | Intel Core i5 | Intel Core i5-8210Y 1.6 GHz (8th gen Amber Lake Y Dual-Core with Hyper-Threading) | 0.0 | 0 | Intel UHD 617 | macOS | macOS Mojave | 8 | 256 | 256 | 2.75 | 1099.00 | 1232.00 |
| 8 | 162 | 27730 | Acer Predator Helios 300 Gaming Laptop PC, 15.6 inches Full HD 144Hz 3ms IPS Display, Intel i7-9750H, GTX 1660 Ti 6GB, 16GB DDR4, 256GB PCIe NVMe SSD, Backlit Keyboard, PH315-52-78VL | Acer | Acer Predator Helios 300 PH315-52 | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-9750H 2.6 GHz (9th gen Coffee Lake Hexa-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce GTX 1660 Ti | Windows | Windows 10 Home | 16 | 256 | 256 | 5.51 | 1094.00 | 1099.99 |
| 9 | 196 | 10369 | Asus Transformer Book Flip Tp200sa-uhbf Signature Edition 2 in 1 Pc | Asus | Asus Transformer Book Flip Tp200sa-uhbf | 11.6 | 1366 | 768 | Glossy | 1 | Intel Celeron | Intel Celeron N3050 1.6 GHz (Braswell Dual-Core) | 0.0 | 0 | Intel HD | Windows | Windows 10 | 2 | 32 | 32 | 2.60 | 219.72 | 219.72 |
Last rows
| df_index | id | name | brand | base_name | screen_size | pixels_x | pixels_y | screen_surface | touchscreen | cpu | cpu_details | detachable_keyboard | discrete_gpu | gpu | os | os_details | ram | ssd | storage | weight | min_price | max_price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 372 | 222 | 24432 | HP Probook 11-G2 11.6" HD Touch-Screen Business Laptop, Intel Pentium 4405U (2.1GHz), 8GB Memory, 128GB SSD Storage, Intel HD Graphics 510, Windows 10 Pro - Gray | HP | HP ProBook 11 EE G2 | 11.6 | 1366 | 768 | Matte | 1 | Intel Pentium | Intel Pentium 4405U 2.1 GHz (Skylake Dual-Core) | 0.0 | 0 | Intel HD 510 | Windows | Windows 10 Pro | 8 | 128 | 128 | 3.76 | 328.00 | 337.14 |
| 373 | 62 | 30515 | Prostar P950RF 15.6 Inches FHD 144Hz, Intel i7-9750H, RTX 2070, 32GB 2666Mhz DDR4, 500GB NVMe SSD, 2TB SSHD, Windows 10 Home, Thin Gaming Laptop,1-Year Warranty | Other | Prostar P950RF | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-9750H 2.6 GHz (9th gen Coffee Lake Hexa-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce RTX 2070 | Windows | Windows 10 Home | 32 | 500 | 2500 | 4.60 | 1679.00 | 1799.00 |
| 374 | 422 | 30753 | Sager NP8957 0.78 Inches Thin & Light Gaming Laptop, 15.6 Inches FHD 144Hz Display, Intel Core i7-9750H, NVIDIA RTX 2070 8GB DDR6, 16GB RAM, 500GB NVMe SSD + 1TB HDD, Windows 10 Home | Other | Sager NP8957 | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-9750H 2.6 GHz (9th gen Coffee Lake Hexa-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce RTX 2070 | Windows | Windows 10 Home | 16 | 500 | 1500 | 4.60 | 1549.00 | 1599.00 |
| 375 | 130 | 26368 | ASUS ROG Strix Scar Edition 17.3†120Hz 3ms Gaming Laptop, 8th-Gen Intel Core i7-8750H Processor (up to 3.9GHz), GTX 1050 Ti 4GB, 16GB DDR4, 128GB PCIe SSD + 1TB Hybrid HDD, Windows 10 - GL703GE-ES73 | Asus | Asus ROG Strix GL703GE Scar Edition | 17.3 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-8750H 2.2 GHz (8th gen Coffee Lake Hexa-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce GTX 1050 Ti | Windows | Windows 10 Home | 16 | 128 | 1128 | 6.72 | 1249.00 | 1249.00 |
| 376 | 187 | 8061 | Lenovo - IdeaPad 100s 11.6" Laptop / Intel Atom Z3735F/ 2GB Memory / 32GB eMMC Flash Memory / Webcam / Windows 10- Red | Lenovo | Lenovo IdeaPad 100S | 11.6 | 1366 | 768 | Glossy | 0 | Intel Atom | Intel Atom Z3735F 1.33 GHz (Bay Trail Quad-Core) | 0.0 | 0 | Intel HD | Windows | Windows 10 | 2 | 32 | 32 | 2.20 | 468.88 | 468.88 |
| 377 | 23 | 19855 | Apple MacBook Air MJVM2LL/A 11.6-Inch laptop(1.6 GHz Intel i5, 128 GB SSD, Integrated Intel HD Graphics 6000, Mac OS X Yosemite (Renewed) | Apple | Apple MacBook Air MJVM2LL/A | 11.6 | 1366 | 768 | glossy | 0 | Intel Core i5 | Intel Core i5-5250U 1.6 GHz (5th gen Broadwell Dual-Core with Hyper-Threading) | NaN | 0 | Intel HD 6000 | macOS | OS X Yosemite | 4 | 128 | 128 | 2.38 | 380.44 | 405.82 |
| 378 | 43 | 30513 | Prostar NH58RDQ 15.6 Inches FHD IPS 144Hz 5ms, Intel i7-9750H, RTX 2060, 32GB 2666Mhz DDR4, 500GB NVMe SSD, 1TB SSHD, Windows 10 Home, Slim Bezel Gaming Laptop, 1-Year Warranty | Other | Prostar NH58RDQ | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-9750H 2.6 GHz (9th gen Coffee Lake Hexa-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce RTX 2060 | Windows | Windows 10 Home | 32 | 500 | 1500 | 5.00 | 1399.00 | 1449.00 |
| 379 | 450 | 26098 | Asus ROG Strix Scar II Gaming Laptop, 15.6†144Hz IPS Type Full HD, NVIDIA GeForce RTX 2070, Intel Core i7-8750H, 16GB DDR4, 512GB PCIe Nvme SSD, RGB KB, Windows 10, GL504GW-DS74 | Asus | Asus ROG Strix Scar II GL504GW | 15.6 | 1920 | 1080 | Matte | 0 | Intel Core i7 | Intel Core i7-8750H 2.2 GHz (8th gen Coffee Lake Hexa-Core with Hyper-Threading) | 0.0 | 1 | NVIDIA GeForce RTX 2070 | Windows | Windows 10 Home | 16 | 512 | 512 | 5.29 | 1689.99 | 1749.99 |
| 380 | 0 | 7774 | Lenovo Flex 3 15.6-Inch Touchscreen Laptop (Core i7, 8 GB RAM, 1 TB HDD, Windows 10) 80R40006US | Lenovo | Lenovo Flex 3 80JM002CUS | 15.6 | 1920 | 1080 | Glossy | 1 | Intel Core i7 | Intel Core i7-5500U 2.40 GHz (5th gen Broadwell Dual-Core with Hyper-Threading) | 0.0 | 0 | Intel HD | Windows | Windows 10 | 8 | 0 | 1000 | 4.60 | 899.00 | 899.00 |
| 381 | 201 | 27889 | Acer Nitro 5 - 15.6in Laptop AMD Ryzen 5 2500U 2GHz 8GB Ram 1TB HDD Windows 10 Home (Renewed) | Acer | Acer Nitro 5 AN515-42 | 15.6 | 1920 | 1080 | Matte | 0 | AMD Ryzen 5 | AMD Ryzen 5 2500U 2.0 GHz (Quad-Core with Simultaneous Multi-Threading) | 0.0 | 1 | AMD Radeon RX 560X | Windows | Windows 10 Home | 8 | 0 | 1000 | 5.95 | 529.00 | 529.99 |